A Survey of the Existing Landscape of ML Systems
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Kumar, Arun
McCann, Robert
Naughton, Jeffrey
Patel, Jignesh M.
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Technical Report
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Abstract
We survey the existing landscape of ML systems to identify gaps that motivate our vision of a unifying abstraction to support the iterative process of model selection and lay a principled foundation for model selection management systems.
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TR1827